File size: 3,936 Bytes
1f8a3d9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
{
  "best_metric": 0.8672,
  "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0637/checkpoints/checkpoint-2664",
  "epoch": 8.0,
  "eval_steps": 500,
  "global_step": 2664,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 144.82443237304688,
      "learning_rate": 5e-05,
      "loss": 3.6963,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.4709333333333333,
      "eval_loss": 3.096170663833618,
      "eval_runtime": 7.7963,
      "eval_samples_per_second": 480.998,
      "eval_steps_per_second": 7.568,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 531.730224609375,
      "learning_rate": 5e-05,
      "loss": 1.8215,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7194666666666667,
      "eval_loss": 1.0690484046936035,
      "eval_runtime": 7.7205,
      "eval_samples_per_second": 485.72,
      "eval_steps_per_second": 7.642,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 136.83494567871094,
      "learning_rate": 5e-05,
      "loss": 0.9096,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.7906666666666666,
      "eval_loss": 0.7313085794448853,
      "eval_runtime": 7.6081,
      "eval_samples_per_second": 492.898,
      "eval_steps_per_second": 7.755,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 48.68620681762695,
      "learning_rate": 5e-05,
      "loss": 0.6456,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8234666666666667,
      "eval_loss": 0.5820752382278442,
      "eval_runtime": 7.7009,
      "eval_samples_per_second": 486.956,
      "eval_steps_per_second": 7.661,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 149.6680450439453,
      "learning_rate": 5e-05,
      "loss": 0.5105,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8453333333333334,
      "eval_loss": 0.5223390460014343,
      "eval_runtime": 7.7243,
      "eval_samples_per_second": 485.479,
      "eval_steps_per_second": 7.638,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 87.81366729736328,
      "learning_rate": 5e-05,
      "loss": 0.421,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8618666666666667,
      "eval_loss": 0.49326109886169434,
      "eval_runtime": 7.7019,
      "eval_samples_per_second": 486.895,
      "eval_steps_per_second": 7.66,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": 61.55073165893555,
      "learning_rate": 5e-05,
      "loss": 0.3489,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.8605333333333334,
      "eval_loss": 0.45995429158210754,
      "eval_runtime": 7.6547,
      "eval_samples_per_second": 489.892,
      "eval_steps_per_second": 7.708,
      "step": 2331
    },
    {
      "epoch": 8.0,
      "grad_norm": 149.32814025878906,
      "learning_rate": 5e-05,
      "loss": 0.2956,
      "step": 2664
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.8672,
      "eval_loss": 0.43900513648986816,
      "eval_runtime": 7.7602,
      "eval_samples_per_second": 483.235,
      "eval_steps_per_second": 7.603,
      "step": 2664
    }
  ],
  "logging_steps": 500,
  "max_steps": 2997,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 9,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 6.5411433916416e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}